TensorFlow Machine Learning Cookbook - Second Edition

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1. As we want to run the described python script from the command line, we open a command prompt and run the following command:

$ python3 using_tensorboard.py 
 
Run the command: $tensorboard --logdir="tensorboard"   Then navigate to http://127.0.0.0:6006 
Generation 10 of 100. Train Loss: 20.4, Test Loss: 20.5. 
Generation 20 of 100. Train Loss: 17.6, Test Loss: 20.5. 
Generation 90 of 100. Train Loss: 20.1, Test Loss: 20.5. 
Generation 100 of 100. Train Loss: 19.4, Test Loss: 20.5. 

2. We'll then run the preceding specified command to start tensorboard:

$ tensorboard --logdir="tensorboard" Starting tensorboard b'29' on port 6006 (You can navigate to http://127.0.0.1:6006) 

Here is a sample of what we can see in TensorBoard:

Figure ...